Michał Sokołowski - Publications - Bridge of Knowledge

Michał Sokołowski

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Year 2015

Optimising approach to designing kernel PCA model for diagnosis purposes with and without a priori known data reflecting faulty states
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- Year 2015
Fault detection plays an important role in advanced control of complex dynamic systems since precise information about system condition enables efficient control. Data driven methods of fault detection give the chance to monitor the plant state purely based on gathered measurements. However, they especially nonlinear, still suffer from a lack of efficient and effective learning methods. In this paper we propose the two stages learning...

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